ggplot: Boxplot of multiple column values

Question

Here is the type of data that I\'m importing as a csv file:

RPID    mm  ID  Time    Freq    Freq.1  Freq.2
RPO483  1   B6AC    5   23301   30512   
RPO483  1         


        

Answer 1

You need to reshape the data in order to plot.

First I read your data. Note that you have some NA values.

dat <- read.table(text = '
RPID    mm  ID  Time    Freq    Freq.1  Freq.2
RPO483  1   B6AC    5   23301   30512   
RPO483  1   B6AC    25  19      17  
RPO244  1   B6C     5   14889   20461   
RPO244  1   B6C     25  81      86  
RPO876  1   G3G3A   5   106760  59950   103745
RPO876  1   G3G3A   25  4578    38119   37201
RPO876  7   F3G3A   5   205803  148469  173580
RPO876  7   F3G3A   25  28648   30321   26454
RPO939  7   F3E324A 5   242285      
RPO939  7   F3E324A 25  42837       
RPO934  7   F3E325A 5   242001  129272  112371
RPO934  7   F3E325A 25  73057   58685   66582',head=T, fill=T)

Using reshape2 for example

library(reshape2)
dat.m <- melt(dat,id.vars='ID', measure.vars=c('Freq','Freq.1','Freq.2'))
library(ggplot2)
p <- ggplot(dat.m) +
      geom_boxplot(aes(x=ID, y=value, color=variable))